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Machine learning using python. This system predicts if a person has thyroid or not on the basis of certain inputs taken from the patient.

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pankaj1551/Thyroid-Prediction-System

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Thyroid-Prediction

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Link

Link: https://thyroid-prediction-api.herokuapp.com/

Overview

This is a Flask web app which predicts the Thyroid prediction.

Installation

The Code is written in Python 3.6.10. If you don't have Python installed you can find it here. If you are using a lower version of Python you can upgrade using the pip package, ensuring you have the latest version of pip. To install the required packages and libraries, run this command in the project directory after cloning the repository:

pip install -r requirements.txt

Directory Tree

├── template
│   ├── home.html
├── Procfile
├── README.md
├── app.py
├── Thyroid Detection.ipynb
├── thyroid_model.pkl
├── requirements.txt

Deployement on Heroku

Login or signup in order to create virtual app. You can either connect your github profile or download ctl to manually deploy this project.

Our next step would be to follow the instruction given on Heroku Documentation to deploy a web app.

Technologies Used

Future Scope

  • Use multiple Algorithms
  • Optimize Flask app.py
  • Front-End

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Machine learning using python. This system predicts if a person has thyroid or not on the basis of certain inputs taken from the patient.

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